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Smoothing of Multivariate Data – Density Estimation and Visualization de J Klemela

Smoothing of Multivariate Data – Density Estimation and Visualization: Wiley Series in Probability and Statistics

Autor J Klemela
en Limba Engleză Hardback – 10 sep 2009
This comprehensive resource provides the algorithmic methods and state-of-the-art tools to successfully visualize statistical data. The coverage offers insight into underlying processes of density estimation, emphasizing use of visualization tools rather than only the theoretical concepts of classification and regression.
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Specificații

ISBN-13: 9780470290880
ISBN-10: 0470290889
Pagini: 640
Dimensiuni: 159 x 241 x 33 mm
Greutate: 0.98 kg
Editura: Wiley
Seria Wiley Series in Probability and Statistics

Locul publicării:Hoboken, United States

Public țintă

As a text for upper–undergraduate and graduate level courses in multivariate analysis and/or as a supplemental text for similar courses in data analysis and nonparametric statistics; as a reference for practitioners and researchers in the fields of statistics, computer science, economics, geography, and engineering.

Notă biografică

Jussi KlemelÄ, PhD, is Researcher in the Department of Mathematical Sciences at the University of Oulu, Finland. Dr. Klemelä has authored or coauthored numerous journal articles on his areas of research interest, which include density estimation and the implementation of cutting edge visualization tools.

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